Triple

T4734891
Position Surface form Disambiguated ID Type / Status
Subject Lake Hallwil E105099 entity
Predicate nearSettlement P3883 FINISHED
Object Aesch (Aargau)
Aesch (Aargau) is a small municipality in the Swiss canton of Aargau, known for its rural character and proximity to Lake Hallwil.
 E464402 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Aesch (Aargau) | Statement: [Lake Hallwil, nearSettlement, Aesch (Aargau)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aesch (Aargau)
Context triple: [Lake Hallwil, nearSettlement, Aesch (Aargau)]
  • A. Aarberg
    Aarberg is a small historic town in the canton of Bern in Switzerland, known for its medieval center and distinctive wooden bridge over the Aare River.
  • B. Achern
    Achern is a small German town in the state of Baden-Württemberg, located near the Black Forest and close to the French border in the Upper Rhine region.
  • C. Ainshval
    Ainshval is a prominent mountain peak on the Isle of Rum in Scotland’s rugged Cuillin range, known for its steep slopes and striking views.
  • D. Esch-Uelzecht
    Esch-Uelzecht is the Luxembourgish name for Esch-sur-Alzette, Luxembourg’s second-largest city and a major industrial and cultural center in the country.
  • E. Zugerberg
    Zugerberg is a scenic mountain and recreational area in the Swiss canton of Zug, known for its panoramic views over Lake Zug and the surrounding Alps.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Aesch (Aargau)
Triple: [Lake Hallwil, nearSettlement, Aesch (Aargau)]
Generated description
Aesch (Aargau) is a small municipality in the Swiss canton of Aargau, known for its rural character and proximity to Lake Hallwil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aesch (Aargau)
Target entity description: Aesch (Aargau) is a small municipality in the Swiss canton of Aargau, known for its rural character and proximity to Lake Hallwil.
  • A. Aarberg
    Aarberg is a small historic town in the canton of Bern in Switzerland, known for its medieval center and distinctive wooden bridge over the Aare River.
  • B. Achern
    Achern is a small German town in the state of Baden-Württemberg, located near the Black Forest and close to the French border in the Upper Rhine region.
  • C. Ainshval
    Ainshval is a prominent mountain peak on the Isle of Rum in Scotland’s rugged Cuillin range, known for its steep slopes and striking views.
  • D. Esch-Uelzecht
    Esch-Uelzecht is the Luxembourgish name for Esch-sur-Alzette, Luxembourg’s second-largest city and a major industrial and cultural center in the country.
  • E. Zugerberg
    Zugerberg is a scenic mountain and recreational area in the Swiss canton of Zug, known for its panoramic views over Lake Zug and the surrounding Alps.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69bd43ee52048190b81a4f066534ffb3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd648148b48190ae30631115339ba1 completed March 20, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10b0b8d08190ad1cd262ee870f08 completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be1485bcf0819096693abc5fbf34e3 completed March 21, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69be153db02881908a28b3ede1fdcb54 completed March 21, 2026, 3:49 a.m.
Created at: March 20, 2026, 1:19 p.m.